Exploiting Active Learning in Novel Refractive Error Detection with Smartphones

Eugene Yujun Fu
Eugene Yujun Fu
Zhongqi Yang
Zhongqi Yang

MM '20: The 28th ACM International Conference on Multimedia Seattle WA USA October, 2020, pp. 2775-2783, 2020.

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Abstract:

Refractive errors, such as myopia and astigmatism, can lead to severe visual impairment if not detected and corrected in time. Traditional methods of refractive error diagnosis rely on well-trained optometrists operating expensive and importable devices, constraining the vision screening process. Advance in smartphone camera has enabled n...More

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